Alberto Pan

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352 appearances 1 recordings 1 series first heard Jul 2026 last heard 2 Jul

Alberto Pan’s voice in public audio — every appearance, attributed to the second.

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Eye On A.I. · AI Agents Are Failing and It's Almost Never the Model's Fault | Alberto Pan, Denodo · 2 Jul 2026 podcast

You don't need to replicate the data.

The nodo is able to query the data where it lives, right?

So you can think about these data product that you create with the node as virtual data product.

So maybe one data product

Is created with your layhouse and is pointing to the lay house, but maybe this other data product is pointing to your CRM or an operational database, right?

Where data is updated live.

So actually the data product that you create with the nodo can provide this data up to date in real time.

Well, for instance, if you are using a centralized architecture, you first need to copy the data from that operational

database to the central system and that will always introduce unlatency, so data will not be in real time.

There are several issues here, right?

H because having the right data means different things.

F first, first you need access to all the data.

And if you are confining your AI applications to a single system, for instance to a data warehouse or a lay house,

then you will probably be missing part of the data that is needed.

So that's one part of the problem.

And the second part of the problem is these semantics that we were talking about, right?

First that the semantics need to be described, and second, the semantics need to be consistent.

Uh to explain the problem of semantics, I sometimes use an example, right?

Um uh imagine that you have a very brilliant DBA, a new hire, uh with perfect uh SQL knowledge, but it's a new hire, so uh lacks the business context, right?

If you ask them for, I don't know, for instance, in the healthcare space, the readmission rate

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